CN2

Python implementation of the CN2 (Clark and Niblett 1989) Induction Algorithm [1].

How to run example

The provided code includes datasets from the UCI machine learning repository [2] and a cn2_tests.py example file. In order to execute the example test code follow these steps:

1. Install the required packages

   $ pip install -r requirements.txt

2. Execute the tests script

   $ python cn2_tests.py

References

[1] Clark, P., & Niblett, T. (1989). The CN2 induction algorithm. Machine Learning, 3(4), 261-283. doi: 10.1007/bf00116835

[2] Dheeru Dua and Casey Graff. UCI machine learning repository, 2017. https://archive.ics.uci.edu/ml/datasets